tag:blogger.com,1999:blog-364181462024-03-18T10:59:07.840+08:00不是東西的東西薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.comBlogger306125tag:blogger.com,1999:blog-36418146.post-10914044366763038152024-01-14T01:46:00.005+08:002024-01-14T01:46:33.669+08:00107年資訊月傑出資訊人才獎應景照片
微程式技術長薛共和,從賴清德院長手中接下資訊月「傑出資訊人才獎」
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhT8nlHA32bT8nDJbXA8gLlCF7oP5UdiL0r7Su5esIBOBkq0qAH0He4V1evMFkX8VeUjRcZPBGVfTNST-2i9bGSSNM0i0ApzwAF0k37JFU3SrhQ90dcs6VieCvRmvO9AI6z5t4Ph739-7LpqHnkB3CQgk5oFlBcjK51FMpTLiC_1MAgC49nVKLPA/s1023/419610718_10211410110525122_2161823663362408025_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="705" data-original-width="1023" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjhT8nlHA32bT8nDJbXA8gLlCF7oP5UdiL0r7Su5esIBOBkq0qAH0He4V1evMFkX8VeUjRcZPBGVfTNST-2i9bGSSNM0i0ApzwAF0k37JFU3SrhQ90dcs6VieCvRmvO9AI6z5t4Ph739-7LpqHnkB3CQgk5oFlBcjK51FMpTLiC_1MAgC49nVKLPA/s400/419610718_10211410110525122_2161823663362408025_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-28648214637325371992024-01-08T10:09:00.004+08:002024-01-08T10:09:27.129+08:00Bikonnect電輔自行車
淨零轉型浪潮襲來,全盈支付於去年11月推出「碳資產帳戶」沙盒服務,為全台獨創綠色金融服務,全盈+PAY會員於特定場域進行綠色消費,即可累積個人碳資產。除此之外,全盈支付「碳資產帳戶」服務亦於去年10月金融科技園區 (FinTech Space)「2023數位沙盒主題式技術實證創新競賽」,榮獲綠色金融科技金融機構組首獎殊榮。
全盈支付表示,「碳資產帳戶」服務持續擴大綠色消費品項,第一階段已開通全家便利商店4,200店通路,凡購買指定碳標籤商品、「友善食光」鮮食產品、借用循環杯、自備環保杯皆可獲贈碳資產;今年將持續拓增其他綠色場景,如全球第一個淨零美妝歐萊德及奉茶行動、 <a href="http://www.program.com.tw" target="_blank">微程式Bikonnect電輔自行車</a> 將於今年第一季陸續上線。薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-3018802772068902232024-01-01T11:15:00.002+08:002024-01-01T11:16:43.672+08:00大型語言模型(LLM)的轉折點2024年可以好好思考這件事
這個圖蠻有趣,厚積薄發,不...是爆發,它也帶出來了投資(人生、職場、事業...)的某些哲理跟脈絡,這圖是在說,大型語言模型(像chatGPT / bard 這類語言模型) ,訓練多少資料時,他的準確率變化,圖的下方軸線是餵入的資料數,左邊是預訓練後的正確率
從圖上可以看到,在餵入幾十億~百億筆資料之前,做預訓練模型時,它的準確率跟直接隨機亂猜想答案的結果幾乎一樣,所以在那之前的投資者、或是開發者一定在想,我們都已投人大量資金餵入上千萬,甚至幾億筆那麼多的資料了,還是無效,所以,這些模型都是廢物,不值得投資,在當下沒人知道是不是再餵入更多資料(再多投入一點資金),模型會有顯著的變化,所以,在那個轉折點前就放棄了,於是他們的的投資,不管是錢還是技術,就真的化為灰燼,然而,後進者反而只是多投了一點資金,或是那些賭性堅強只是再多補一點錢進來,這個產業從此爆發了⋯
所以,你在轉折點前,其實是看不出一個(投資)事業的勢,很多時候就是傻,這也跟我的經驗若干符節,而當事業的動能跑出來後,我們才知道誰是對的,在這裡面,沒有先知、沒有事前的洞見、沒有高瞻遠矚的風險思維,只有事後諸葛的半仙會說,早知道加入這個投資、早知道多拿點錢,早知道、搞不好現在是首富了🤨🤔️😐 <div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXRWXTNejch8tTEjaV6rCgaw_MnWUTEpqEehelxzgMLu-06qGnvaeMRav4d3DKGKXB8wZ-68T7EjZqRXFbjaDFHjuK5UcIlq0NnppvsBCQkYBfZeSOqZA130v0mR2LS8HL3DXKSN5ReweW-ptyazHZgzpdbSvnBwJk1f4rGQUGLY8lbjoiRjmm6A/s2048/416142781_10211380417422813_8098236111635700424_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="600" data-original-height="1152" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiXRWXTNejch8tTEjaV6rCgaw_MnWUTEpqEehelxzgMLu-06qGnvaeMRav4d3DKGKXB8wZ-68T7EjZqRXFbjaDFHjuK5UcIlq0NnppvsBCQkYBfZeSOqZA130v0mR2LS8HL3DXKSN5ReweW-ptyazHZgzpdbSvnBwJk1f4rGQUGLY8lbjoiRjmm6A/s600/416142781_10211380417422813_8098236111635700424_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-51958569942318275202023-12-30T19:30:00.005+08:002023-12-30T19:30:44.352+08:00LLM提示詞其實我對 prompt engineering 有些負面的看法,而且當我使用 #bard 或 #chatgpt 時,從來不會使用多餘的提示詞,提示詞的用法跟人類世界裡,討好人的那種語調很相似,但如果從LLM的工程系統裡來說,提示詞讓模型可以快速分類,聚焦找到精準的字詞機率
提示詞的需要,來自於推論引擎的不完美,模型無法精確理解,輸入字詞的精準含義,所以才需要人去特別提示它,讓他很快地切換知識的分支,而不是用猜測的方式去找到答案
所以...我看了這個影片,也跟對LLM同好分享
<a href="https://www.youtube.com/playlist?list=PLly8vI0gpqtpTB7mt_qi57qOKQRo4XWAQ" target="_blank">https://www.youtube.com/playlist?list=PLly8vI0gpqtpTB7mt_qi57qOKQRo4XWAQ</a>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-17481093168893245802023-12-27T10:33:00.000+08:002023-12-27T10:33:03.652+08:00#又見一般人一般人很有趣的想法,他們會常說,我只想把事做好,不想管其他上層的勾心鬥角😀😀😀
首先上層不一定勾心鬥角,這全是補腦
其次,如果沒辦法讓團隊(除了上層單位、還有配合廠商跟合作客戶)裡,所有利害關係人的利益取得共識,那麼事情根本不可能「做好」,有時甚至連「做對」都堪憂
也因為有這種你們搞定後再來找我的想法,所以,你只能像現在這樣存在著,但人又很矛盾
想要擁有出類拔萃的待遇,卻做著一般人的行事思維,是人常見的矛盾
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiy1OpELdRaxwlSez1f5aFzh9SV4UEdn6YoOAF10sWFBblJBu-m6M3Pt9y6x_onweoXUk49xMolrJdxDMiVoS7ZkGXxSdpTrhyphenhyphenAKelL7wMDGYG1d8M96wmI7uyOSgJ0ITkTonB-BTtvmlKAhY8dsQiXfyUqhpYwTBW52w8yxHkRElOaFJYLXjBSOA/s1280/412815490_10211369800877406_8502644434113303603_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" height="320" data-original-height="1280" data-original-width="721" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiy1OpELdRaxwlSez1f5aFzh9SV4UEdn6YoOAF10sWFBblJBu-m6M3Pt9y6x_onweoXUk49xMolrJdxDMiVoS7ZkGXxSdpTrhyphenhyphenAKelL7wMDGYG1d8M96wmI7uyOSgJ0ITkTonB-BTtvmlKAhY8dsQiXfyUqhpYwTBW52w8yxHkRElOaFJYLXjBSOA/s320/412815490_10211369800877406_8502644434113303603_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-9711339250669080542023-12-26T21:14:00.005+08:002023-12-26T21:15:16.788+08:00微程式(7721) 法說會簡報
微程式(7721) 法說會中文簡報
<a href="http://mops.twse.com.tw/nas/STR/772120231219M002.pdf" target="_blank">http://mops.twse.com.tw/nas/STR/772120231219M002.pdf</a>
微程式(7721) 法說會英文簡報
<a href="http://mops.twse.com.tw/nas/STR/772120231219E002.pdf" target="_blank">http://mops.twse.com.tw/nas/STR/772120231219E002.pdf</a>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-9433576874339806022023-12-24T14:04:00.000+08:002023-12-24T14:04:06.499+08:00認錯很難膩是的,這很難
國中時我跟同學打賭,家裡有台機器(隨身聽)它的按鈕只有紙的厚度,那個年代,人們沒見過觸控形式的按鈕,於是那同學,到處跟人說,我在吹牛說謊,然後,他故意在課堂上問老師,以便證明他是對的,按鈕有可能薄如一張紙嗎?老師當場反射式地回答,如果有,我頭剁下來給你坐,然後,課堂上,哄堂大笑,有更多的同學取笑我😀
第二天,我把那台日本買來的機器(愛華隨身聽)帶來學校,上課時拿來給老師看,我明明擁有這樣的機器沒說謊,我只想證明這件事,但老師當場惱羞成怒,並且更理直氣壯地說,你這個按鈕不是薄如一張紙,而是兩張紙,不算…😀😀
所以,跟人溝通千萬不要一直以,你是錯的當作起頭,否則最後你會發現,錯的是你自己,你不應該擁有一台薄如紙的按鈕,不是因為你說謊,而是你挑起了別人的矛盾,他會死命維護他錯誤的想法,而且拿命來抵抗,所以,策略上要這麼做,你沒錯,但我們要一起解決問題
---
你會發現,我前面說的那個真實的故事,裡面所有的人,也包括我自己,都只想爭奪事務的詮釋權(我是對的 你是錯的…不覺得有趣嗎薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-55953112879967499742023-12-21T17:29:00.001+08:002023-12-21T22:41:52.743+08:00微程式經營團隊<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZ6eaxzsyYwlpJZ3v-ujUW8QLBly7IHJGUuO6FHDtJu0RZlySLa33GrE7cYHpZVlzOIvxTkfh8XepBWsHvwWE6MAFpmAh7oC5zrW_T12zfqDq0ccYA1Mj-F0_r3a9opZOF-rhGQDi73nGoHRd1KnXrpWgmG_7Gw6xTSQ202Cegpfzzft_zYd7eBQ/s1280/412424847_18277086802080272_732256285565100516_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="960" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjZ6eaxzsyYwlpJZ3v-ujUW8QLBly7IHJGUuO6FHDtJu0RZlySLa33GrE7cYHpZVlzOIvxTkfh8XepBWsHvwWE6MAFpmAh7oC5zrW_T12zfqDq0ccYA1Mj-F0_r3a9opZOF-rhGQDi73nGoHRd1KnXrpWgmG_7Gw6xTSQ202Cegpfzzft_zYd7eBQ/s400/412424847_18277086802080272_732256285565100516_n.jpg"/></a></div>
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilEfBqHPGp3_gyZNeyEzcnDO7S4YuKsmfqT8XMLrPG8ZcrdTFdtD5mui0VJ1lDtzSwzOdXeajLdPYoMSUewVzqU1ut-QuvYTW9Ime5991zb6PFejqfjvb111wbgobFzOFsQpzVFQ0wGJX4vq0ygJNpJD0HWKdMNm0z_qECmybUJYlg23cwcguYDQ/s1280/412424847_18277086802080272_732256285565100516_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="960" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEilEfBqHPGp3_gyZNeyEzcnDO7S4YuKsmfqT8XMLrPG8ZcrdTFdtD5mui0VJ1lDtzSwzOdXeajLdPYoMSUewVzqU1ut-QuvYTW9Ime5991zb6PFejqfjvb111wbgobFzOFsQpzVFQ0wGJX4vq0ygJNpJD0HWKdMNm0z_qECmybUJYlg23cwcguYDQ/s320/412424847_18277086802080272_732256285565100516_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1ZF3nbfoY9XMC2YBxvNqUsQkzDqbM0h-y8KznMGnEEFTluFBW2doGXHPYyttvNqTXI7oW0JDwKbk3n7vx20vGuUvOHvNqGakdh2oYj2vI9NxAynIHnNaKdbhdAP4XI7cnCF4HgifkxH8LRBph7jhH2_vItUAwKqEtamYSurrVxicbQ06iGy2yPw/s960/412840854_10211357334685759_2704900936866552765_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="640" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi1ZF3nbfoY9XMC2YBxvNqUsQkzDqbM0h-y8KznMGnEEFTluFBW2doGXHPYyttvNqTXI7oW0JDwKbk3n7vx20vGuUvOHvNqGakdh2oYj2vI9NxAynIHnNaKdbhdAP4XI7cnCF4HgifkxH8LRBph7jhH2_vItUAwKqEtamYSurrVxicbQ06iGy2yPw/s320/412840854_10211357334685759_2704900936866552765_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggjetDIzE-LG8pRqhpZHjATq0jhG9M4vjFZ5CKx2swHaBaw82WGeVg3oMf4D0vSn9ze78cxEjX7Olnm5_u0DtRbwStW4QLepXS8FHMcQera0qrBm1wDgl3bVhTjQuD8PBNKO1eLT2_g_M8kD-HsWB3qap5bQSpwyRjYw782HAWVOXc0Bw2Ltx7mg/s960/412928228_10211357333845738_7395754372916603822_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="640" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggjetDIzE-LG8pRqhpZHjATq0jhG9M4vjFZ5CKx2swHaBaw82WGeVg3oMf4D0vSn9ze78cxEjX7Olnm5_u0DtRbwStW4QLepXS8FHMcQera0qrBm1wDgl3bVhTjQuD8PBNKO1eLT2_g_M8kD-HsWB3qap5bQSpwyRjYw782HAWVOXc0Bw2Ltx7mg/s320/412928228_10211357333845738_7395754372916603822_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8WGcl_xbzcecfCqiO-x2A8ppKJqnz7831MnymdN8eyeXXIHwHWQOkOmlqSxbs3sz1_KsyRTEpI9Llho6h2OsZiDJqu1Om_Ap4tS5FzhiUaExg0sm2b9nQelU21SoF5IlZ4UQSChfacYq1lxss-2d8D_aOmL07SjIQsuHhih-v2rw51Z5OtFGkOw/s960/412914165_10211357335485779_7522914205719851526_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="720" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8WGcl_xbzcecfCqiO-x2A8ppKJqnz7831MnymdN8eyeXXIHwHWQOkOmlqSxbs3sz1_KsyRTEpI9Llho6h2OsZiDJqu1Om_Ap4tS5FzhiUaExg0sm2b9nQelU21SoF5IlZ4UQSChfacYq1lxss-2d8D_aOmL07SjIQsuHhih-v2rw51Z5OtFGkOw/s320/412914165_10211357335485779_7522914205719851526_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-67220140791098886662023-12-21T10:47:00.001+08:002023-12-21T22:43:57.181+08:00神奇的事
今天打開元大股票軟體,神奇的事發生了,不是今天股市大漲大跌,而是戶頭裡多了一檔7721的股票😀
雖然要努力的還很多很多,但從那時我跟爸媽說,你不要看我這樣,還在破工作室,連冷氣都買不起,欠債欠到連房租都繳不出來,我未來會統合全台灣的軟體市場,並且上市櫃,他們笑了,你連自己都養不起在那邊吹牛…但我一一實踐了,這一路走來,篳路藍縷,整整花了三十年
未來的路還長,要努力跟感謝的人很多,尤其是跟我一起努力的團隊夥伴,加油 #微程式資訊 ,我與有榮焉
<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-8e9AYf3rptcr8zyMpdkPWJ-CsKuHEldbFPQeXjMmd_Vw2hLGA6wKdttnF5nsY5GpPc7O9Bs4Y4Qbhklberbg7AiziJp1ooFEhd-7VY29WYUqoYRc0sK0IE7YZ7BZH3G8VNcbfpO18dCxPOMEugsKRRbDSIOPE6eWulX2-bmJah9pSLS0UAP6gw/s1280/412424847_18277086802080272_732256285565100516_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="960" data-original-width="1280" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg-8e9AYf3rptcr8zyMpdkPWJ-CsKuHEldbFPQeXjMmd_Vw2hLGA6wKdttnF5nsY5GpPc7O9Bs4Y4Qbhklberbg7AiziJp1ooFEhd-7VY29WYUqoYRc0sK0IE7YZ7BZH3G8VNcbfpO18dCxPOMEugsKRRbDSIOPE6eWulX2-bmJah9pSLS0UAP6gw/s400/412424847_18277086802080272_732256285565100516_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij9OEuH9nIHIp8Hc6l8NUt_i4ntv73W5roPhIX1I6ViK3JjYxH07_eo9_GwozaJH-1-jlwqFzjYuRU5xSZePUVvxvqV8m93Zeo7yLMv42Z-vwTZVKg-uEP4g7aX60courWimVy9Ei_T7xh4FqL3CPdWG0aEq1h2lgKiwrvjPEjE4wSNBmeKn50TA/s960/412077810_10211357335285774_839873765669163841_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="640" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEij9OEuH9nIHIp8Hc6l8NUt_i4ntv73W5roPhIX1I6ViK3JjYxH07_eo9_GwozaJH-1-jlwqFzjYuRU5xSZePUVvxvqV8m93Zeo7yLMv42Z-vwTZVKg-uEP4g7aX60courWimVy9Ei_T7xh4FqL3CPdWG0aEq1h2lgKiwrvjPEjE4wSNBmeKn50TA/s400/412077810_10211357335285774_839873765669163841_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivqVG85khk3HwQsWwGCQPfsalPfSYojy-nlpr7N4Tp76s8o7Nwuc7nnlCv_xjhzEZwAx2XDRGqKk6ZmV0R4vh6ElanO-5cBSmondAuYqNqjSJoNidQjxPWwxpumvCK5pj8wejy-EdfWe6brZXw-juOZPozFy37d6dGVyj5fXUlfdMBqU39VZ24Bw/s960/412914165_10211357335485779_7522914205719851526_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="720" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEivqVG85khk3HwQsWwGCQPfsalPfSYojy-nlpr7N4Tp76s8o7Nwuc7nnlCv_xjhzEZwAx2XDRGqKk6ZmV0R4vh6ElanO-5cBSmondAuYqNqjSJoNidQjxPWwxpumvCK5pj8wejy-EdfWe6brZXw-juOZPozFy37d6dGVyj5fXUlfdMBqU39VZ24Bw/s400/412914165_10211357335485779_7522914205719851526_n.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZsy3uQOjN5cMEpOBntqZAx1fCvS8Ge3TaP0BVRYAVGTUVuyAU3m8Uue94mT0ZgAhlHYwOKiSR4nqsvIYalnJvIcUciJjH1rBxLzTyavs7jvtsdI2a2iRGzGhqMRL5qovGCeT9IqUvT50PE5jz-P-4dAeUJGJ0_ihuLoqTJiDDRWar8l-jMCwEwg/s960/412928228_10211357333845738_7395754372916603822_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="400" data-original-height="640" data-original-width="960" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiZsy3uQOjN5cMEpOBntqZAx1fCvS8Ge3TaP0BVRYAVGTUVuyAU3m8Uue94mT0ZgAhlHYwOKiSR4nqsvIYalnJvIcUciJjH1rBxLzTyavs7jvtsdI2a2iRGzGhqMRL5qovGCeT9IqUvT50PE5jz-P-4dAeUJGJ0_ihuLoqTJiDDRWar8l-jMCwEwg/s400/412928228_10211357333845738_7395754372916603822_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-48501718256304394752023-12-17T11:38:00.004+08:002023-12-17T11:38:47.019+08:00LLM 大型語言模型 #gemini原來 google gemini 也已提供免費api,可供golang 能去存取使用 multimodal #LLM
---
The first picture is of a tortoise, which is a reptile characterized by its hard shell. The second picture is of a sea turtle, which is a reptile. characterized by its flippers and streamlined shell. Tortoises are terrestrial animals, while sea turtles are marine animals. Tortoises have a domed shell, while sea turtles have a flattened shell. Tortoises have thick, scaly skin, while sea turtles have smooth, leathery skin. Tortoises have short legs with claws, while sea turtles have long flippers. Tortoises have a slow metabolism and can live for over 100 years, while sea turtles have a faster metabolism and typically live for around 50 years."<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSc-H1-Ose7fskmR43nJ6lmXUva0AK9Xe08_hMO2LFJED182Z_TXJ0qaeYjNOXuVQtoQDJZnulVxkoPk9OuezJE6gyVxGTqZnFCtDDJ0-Q8VjoufR5npErJcz-6v8BX1FruvdyUOJPLo7CcNfc566IEF_A0xxJ7Tjl6DPQyo_3C5StNdezqewOSw/s1472/%E6%88%AA%E5%9C%96%202023-12-17%20%E4%B8%8A%E5%8D%8811.29.02.png" style="display: block; padding: 1em 0; text-align: center; clear: left; float: left;"><img alt="" border="0" width="400" data-original-height="1028" data-original-width="1472" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSc-H1-Ose7fskmR43nJ6lmXUva0AK9Xe08_hMO2LFJED182Z_TXJ0qaeYjNOXuVQtoQDJZnulVxkoPk9OuezJE6gyVxGTqZnFCtDDJ0-Q8VjoufR5npErJcz-6v8BX1FruvdyUOJPLo7CcNfc566IEF_A0xxJ7Tjl6DPQyo_3C5StNdezqewOSw/s400/%E6%88%AA%E5%9C%96%202023-12-17%20%E4%B8%8A%E5%8D%8811.29.02.png"/></a></div>
連結: https://eli.thegreenplace.net/2023/using-gemini-models-from-go/
薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-58861085819260239842023-12-17T10:41:00.003+08:002023-12-17T10:41:37.879+08:00放棄最簡單
在整理簡報時,有個商品很特別,它是當時另個部門主推的產品,那時我們期待它可以掛上很有機會成功的系統上,而且看起來一切都很有前景,我加大馬力支持這個很棒的構想,也成功推上線
但上線後,第三方合作單位因為策略問題,一直無法解決,造成推廣上的議題,當時的主管把這當成是燙手山芋,因為軟硬體已經上線,公司面臨實質的損失,這還不是最慘的狀況
沒多久他離開了,我看東窗要事發了,積極想辦法解決,當時一直在想,該如何扭轉劣勢,畢竟客戶整批退貨,對我跟部門都很傷,也是對我的處置不信任,對本來的策略威信大打折扣
最後在新上任的夥伴努力下,我們成功從舊客戶那邊取得諒解並下架,小賠,並找到新客戶應用,最後不止沒有損失,還從哪裡小賺回來,這期間,很多人私下跟我說,就放棄認錯吧😀但最後結局是它有了很好的去處,然後,我們現在反而遇到新的議題😀😀
遇到任何事,面對它/處理它,就是去解決而已,認錯沒問題,但我要板回來,事實上當初的構想沒錯,只是大環境下,有很多我們無法掌握的情況…做生意本來就需要冒險,如果連我們自己都不敢涉險,誰敢上戰場打仗呢
看著它發展的近況,雖然也不亮眼,就幾百萬而已,但卻算是我今年影響最深刻且漂亮的一場小戰役薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-13860459033317841302023-12-17T10:35:00.001+08:002023-12-17T10:35:32.473+08:00高等程式語言與型態系統<h1><br /></h1>
<div class="level1">
<ul>
<li class="level1"><div class="li"> 以 <a class="urlextern" href="http://training.dpd.ntu.edu.tw/ntu/uploadfiles/File/高等程式語言與型態系統正備取公告.pdf" rel="nofollow" title="http://training.dpd.ntu.edu.tw/ntu/uploadfiles/File/高等程式語言與型態系統正備取公告.pdf">台灣大學</a> 之公告為準。</div></li><li class="level1"><div class="li"><br /></div></li>
</ul>
<table class="inline">
<tbody><tr class="row0">
<th class="col0"> 報名編號/准考證號 </th><th class="col1"> 報名者姓名 </th><th class="col2"> 錄取與否 </th>
</tr>
<tr class="row1">
<td class="col0"> DADAA02010A0001 </td><td class="col1"> 薛共和 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row2">
<td class="col0"> DADAA02010A0002 </td><td class="col1"> 林珍綺 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row3">
<td class="col0"> DADAA02010A0003 </td><td class="col1"> 蔡依珊 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row4">
<td class="col0"> DADAA02010A0004 </td><td class="col1"> 蔡明亨 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row5">
<td class="col0"> DADAA02010A0006 </td><td class="col1"> 柯國偉 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row6">
<td class="col0"> DADAA02010A0007 </td><td class="col1"> 林業勝 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row7">
<td class="col0"> DADAA02010A0008 </td><td class="col1"> 黃耀賢 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row8">
<td class="col0"> DADAA02010A0009 </td><td class="col1"> 許家碩 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row9">
<td class="col0"> DADAA02010A0010 </td><td class="col1"> 曾君華 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row10">
<td class="col0"> DADAA02010A0012 </td><td class="col1"> 吳柏翰 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row11">
<td class="col0"> DADAA02010A0013 </td><td class="col1"> 王永彰 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row12">
<td class="col0"> DADAA02010A0014 </td><td class="col1"> 翁梓烜 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row13">
<td class="col0"> DADAA02010A0015 </td><td class="col1"> 陳政宏 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row14">
<td class="col0"> DADAA02010A0016 </td><td class="col1"> 鍾正一 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row15">
<td class="col0"> DADAA02010A0017 </td><td class="col1"> 葉睿元 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row16">
<td class="col0"> DADAA02010A0018 </td><td class="col1"> 郗昀彥 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row17">
<td class="col0"> DADAA02010A0020 </td><td class="col1"> 唐正憲 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row18">
<td class="col0"> DADAA02010A0021 </td><td class="col1"> 林政緯 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row19">
<td class="col0"> DADAA02010A0022 </td><td class="col1"> 林昱甫 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row20">
<td class="col0"> DADAA02010A0023 </td><td class="col1"> 王偉信 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row21">
<td class="col0"> DADAA02010A0024 </td><td class="col1"> 黃于育 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row22">
<td class="col0"> DADAA02010A0025 </td><td class="col1"> 陳穎治 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row23">
<td class="col0"> DADAA02010A0026 </td><td class="col1"> 李聰 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row24">
<td class="col0"> DADAA02010A0027 </td><td class="col1"> 謝長愷 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row25">
<td class="col0"> DADAA02010A0028 </td><td class="col1"> 王啟典 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row26">
<td class="col0"> DADAA02010A0029 </td><td class="col1"> 粘敬佳 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row27">
<td class="col0"> DADAA02010A0030 </td><td class="col1"> 蔡曉傑 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row28">
<td class="col0"> DADAA02010A0031 </td><td class="col1"> 許智仁 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row29">
<td class="col0"> DADAA02010A0032 </td><td class="col1"> 黃方志 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row30">
<td class="col0"> DADAA02010A0033 </td><td class="col1"> 吳阜融 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row31">
<td class="col0"> DADAA02010A0034 </td><td class="col1"> 彭拓真 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row32">
<td class="col0"> DADAA02010A0035 </td><td class="col1"> 羅皓丰 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row33">
<td class="col0"> DADAA02010A0036 </td><td class="col1"> 周良懋 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row34">
<td class="col0"> DADAA02010A0037 </td><td class="col1"> 吳紹敬 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row35">
<td class="col0"> DADAA02010A0038 </td><td class="col1"> 李信賢 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row36">
<td class="col0"> DADAA02010A0039 </td><td class="col1"> 蔣佳勳 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row37">
<td class="col0"> DADAA02010A0040 </td><td class="col1"> 游昇峰 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row38">
<td class="col0"> DADAA02010A0041 </td><td class="col1"> 程皇嘉 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row39">
<td class="col0"> DADAA02010A0042 </td><td class="col1"> 楊子賢 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row40">
<td class="col0"> DADAA02010A0043 </td><td class="col1"> 屠敔傑 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row41">
<td class="col0"> DADAA02010A0044 </td><td class="col1"> 常怡文 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row42">
<td class="col0"> DADAA02010A0045 </td><td class="col1"> 張晉碩 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row43">
<td class="col0"> DADAA02010A0046 </td><td class="col1"> 闕昌漢 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row44">
<td class="col0"> DADAA02010A0047 </td><td class="col1"> 游佳蓉 </td><td class="col2"> 備取 </td>
</tr>
<tr class="row45">
<td class="col0"> DADAA02010A0048 </td><td class="col1"> 賴之凡 </td><td class="col2"> 正取 </td>
</tr>
<tr class="row46">
<td class="col0"> DADAA02010A0049 </td><td class="col1"> 蕭名宏 </td><td class="col2"> 正取 </td>
</tr>
</tbody></table><br />
</div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-59306169378638893592023-12-16T13:59:00.003+08:002023-12-16T13:59:28.933+08:00微程式-新12月22日興櫃戰略新板買賣<p> <span style="background-color: white; color: #1d2228; font-family: "YahooSans VF", "Yahoo Sans", YahooSans, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 1.385em; font-weight: 700;">中央社</span></p><div class="caas-content-byline-wrapper" style="background-color: white; color: #1d2228; font-family: "YahooSans VF", "Yahoo Sans", YahooSans, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 13px;"><div class="caas-attr" style="align-items: center; display: flex; flex-direction: row; margin-bottom: 20px;"><div class="caas-attr-meta" style="display: inline-block; font-size: 1.385em; font-weight: 700; line-height: 1; vertical-align: middle;"><div class="caas-attr-time-style" style="color: #6e7780; font-size: 14px; font-weight: 400; line-height: 1; padding-top: 5px;"><time class="" datetime="2023-12-14T12:08:26.000Z">2023年12月14日 週四 下午8:08</time></div></div></div><div class="caas-content-contain-share"></div><div class="caas-attr-separator" style="height: 8px; margin-bottom: 30px; margin-top: 20px; width: 300px;"><div class="separator" style="border-color: rgb(0, 0, 0) transparent transparent; border-style: solid; border-width: 8px 3px 0px 0px; display: inline-block; width: 231px;"></div><div class="separator-ext" style="border-color: transparent transparent rgb(255, 211, 51); border-style: solid; border-width: 0px 0px 9px 3px; display: inline-block; margin-left: 10px; width: 30px;"></div></div></div><div class="caas-body" style="background-color: white; color: #1d2228; font-family: "YahooSans VF", "Yahoo Sans", YahooSans, "Helvetica Neue", Helvetica, Arial, sans-serif; font-size: 13px; padding-right: 79.3984px; position: relative;"><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">日期:2023年12月14日</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">主旨:公告微程式資訊<a class="link " data-i13n="sec:content-canvas;subsec:anchor_text;elm:context_link" data-rapid_p="8" data-v9y="1" data-ylk="slk:股份有限公司;sec:content-canvas;subsec:anchor_text;elm:context_link;itc:0" href="https://tw.stock.yahoo.com/tag/%E8%82%A1%E4%BB%BD%E6%9C%89%E9%99%90%E5%85%AC%E5%8F%B8" style="background-color: transparent; color: #0f69ff; cursor: pointer; text-decoration-line: none;">股份有限公司</a>普通股股票開始為興櫃戰略新板股票之櫃檯</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">買賣日期。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">公告事項:</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">一、上開公司係登錄興櫃戰略新板交易,其市場參與者之買方限合格投資人,且</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">自櫃檯買賣日起首五個交易日股價無漲跌幅限制。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">二、櫃檯買賣股票種類、數量及每股面額:無實體發行普通股45,057,845股,每</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">股面額新臺幣10元。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">三、櫃檯買賣股票開始買賣日期:112年12月22日。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">四、櫃檯買賣股票類別:數位雲端。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">五、輔導推薦證券商暨流動量提供者:富邦綜合證券股份有限公司、中國信託綜</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">合證券股份有限公司及玉山綜合證券股份有限公司。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">六、股務代理機構:富邦綜合股份有限公司股務代理部</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">(地址:臺北市中正區許昌街17號11樓;電話:02-2361-1300)。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">七、股票櫃檯買賣代號及簡稱:</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">(一)代號:7721。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">(二)簡稱:微程式-新。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">八、公司英文名稱及簡稱:</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">(一)英文名稱:MICROPROGRAM INFORMATION CO., LTD。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">(二)簡稱:MICROPROGRAM。</p><p style="color: #232a31; font-size: 1.385em; line-height: 1.8; margin: 0px 0px 0.8em;">九、公司營利事業統一編號:89798198。</p></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-64628870866822673812023-12-01T23:22:00.004+08:002023-12-01T23:22:30.269+08:00字的順序很重要嗎?<p>#你是哪一種?</p><p>研表究明,漢字的序順並不定一能影閱響讀,比如當你完看這句話後,才發這現裡的字全是都亂的</p><p>---</p><p>有些人說上面那一段話,他馬上會發現順序的亂七八糟的,有些人是看完,讀第二次時才發現,而這跟 attention layer 這一段,有關字的順序的理論有點不同,我的觀點: 習慣字字去讀才理解意義的人,會是前者,而習慣先有概念才去理解文字的人,會是後者</p><p>而我是後者</p><p>#LLM</p><p>#大型語言模型</p><p>#人工智慧 </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvaVtqIaK-1TNgQJcDkL9lVTc6POvZJBk4zejFu7t6UovMQ1-8DoFaapcPCreuYgUAK9lEV0lLiS2UZhEKgzj31onHDhvCXJu87mpOm-ArcHnlU0jVpiqa1tXBu6EGn3rZbMd1JHlhcoB5lz4TPYSF1VusgWamgfHTDNAPMNv2G2ft_FYasCvSRg/s1318/%E6%88%AA%E5%9C%96%202023-12-01%20%E6%99%9A%E4%B8%8A11.08.08.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="506" data-original-width="1318" height="246" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvaVtqIaK-1TNgQJcDkL9lVTc6POvZJBk4zejFu7t6UovMQ1-8DoFaapcPCreuYgUAK9lEV0lLiS2UZhEKgzj31onHDhvCXJu87mpOm-ArcHnlU0jVpiqa1tXBu6EGn3rZbMd1JHlhcoB5lz4TPYSF1VusgWamgfHTDNAPMNv2G2ft_FYasCvSRg/w640-h246/%E6%88%AA%E5%9C%96%202023-12-01%20%E6%99%9A%E4%B8%8A11.08.08.png" width="640" /></a></div><br /><p></p>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-47664071345666445252023-12-01T15:46:00.008+08:002023-12-01T15:49:23.602+08:00變形金剛<p> <span style="white-space-collapse: preserve;">#變形金剛</span></p><br /><span style="white-space-collapse: preserve;">近期的 </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#LLM</span><span style="white-space-collapse: preserve;"> 模型是因為前幾年 </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#RNN</span><span style="white-space-collapse: preserve;"> 模型不容易被平行化,他的序列必須LOOP 好幾次才能得到結果,以至於計算的維度大爆炸,而變形金剛( </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#Transformer</span><span style="white-space-collapse: preserve;"> )裡的注意力機制網路層( </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#self_attention</span><span style="white-space-collapse: preserve;"> ) 主要是改善這個問題,有點像是把 RNN 轉用CNN 實踐 ,然而 </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#CNN</span><span style="white-space-collapse: preserve;"> 很容易忘記前面的資訊,於是他要使用好幾層,而CNN 的好處是比較容易做平行運算,能夠獨立平行運算的計算,就容易放進單獨的 </span><span class="xv78j7m" spellcheck="false" style="white-space-collapse: preserve;">#GPU</span><span style="white-space-collapse: preserve;"> 單元去做運算</span><br /><br /><span style="white-space-collapse: preserve;">把循序的程序拆解,讓可以平行的平行,不能的想辦法合併,這個概念不止在生成式ai 如此,在專案管理,製程改善…其實都是同樣的道理</span><div><span style="white-space-collapse: preserve;"><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgoJNpw6iON_BCaD_Dy9malgYF4SrdWAYH9uEwSpwoyHHzX5lMj5v07cHvS17PT_Q5c3utREW2lzXxP8YSyL-3potePCynGkv_oCFMcLSKen5Y9ubg0JxRpHMWPejymxQyuUqnChJaK-foBb4pU-aW0PwI05atSuihlOgEsem640FZspevXFtLSqw/s1382/%E6%88%AA%E5%9C%96%202023-12-01%20%E4%B8%8B%E5%8D%883.08.57.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="990" data-original-width="1382" height="458" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgoJNpw6iON_BCaD_Dy9malgYF4SrdWAYH9uEwSpwoyHHzX5lMj5v07cHvS17PT_Q5c3utREW2lzXxP8YSyL-3potePCynGkv_oCFMcLSKen5Y9ubg0JxRpHMWPejymxQyuUqnChJaK-foBb4pU-aW0PwI05atSuihlOgEsem640FZspevXFtLSqw/w640-h458/%E6%88%AA%E5%9C%96%202023-12-01%20%E4%B8%8B%E5%8D%883.08.57.png" width="640" /></a></div><br /></span></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-79952875608924979902023-10-09T09:54:00.022+08:002023-10-10T17:33:28.004+08:00Llama2 建構部署的相關過程<b><br /><span style="font-size: large;">macOS 作業系統</span><br /></b>
<br />
<span style="color: #2b00fe; font-size: medium; font-weight: bold;">#meta llama2模型下載</span><div><span style="color: #2b00fe; font-size: medium;"><b><br /></b></span>
#先用git clone整個repository<br />
!git clone https://github.com/facebookresearch/llama.git<br />
<br />
<br />
<span style="color: #2b00fe; font-size: medium; font-weight: bold;">#下載權重跟模型</span><br />
<br /><span style="color: #2b00fe; font-weight: bold;">
#方法一:</span><br />
# <a href="https://llama-2.ai/download/">https://llama-2.ai/download/ </a><br />
<br />
<b><span style="color: #2b00fe;">#方法二:</span></b><br />
# <a href="https://ai.meta.com/resources/models-and-libraries/llama-downloads/">https://ai.meta.com/resources/models-and-libraries/llama-downloads/</a><div><b><br />
# 填寫資料後會發信提供下載時需填的資訊(這個資訊只能使用24hours,之後要下載必須再申請)</b><div><br /><span style="color: #999999;">
# cd ./llama/;./download.sh </span><br />
<b><br /></b></div><div><b># 執行後會需要輸入信裡的資訊/選擇模型,開始下載,大約需要80分鐘<br />
# 結束後會產生</b><b> ./llama/llama-2-7b-chat 目錄,其下是一些檔案<br />
# 以及 ./tokenizer_checklist.chk ./tokenizer.model<br />
# 需要把上面那兩個檔案複製進 ./llama/llama-2-7b-chat 目錄內<br /></b>
<br />
<b># 將 meta 提供的 .pth(pytorch 轉換為 hugging face 規格)<br />
# 可以先上 <a href="https://huggingface.co/">https://huggingface.co/</a> 註冊,以及提供公鑰,稍晚下載時會需要</b></div><div><b><br />
# 要這樣轉換是因為 huggingface發展了共用規格,多數應用使用這種格式<br /></b>
<br />
<br /><span style="color: #999999;">
!pip install torch fairscale fire sentencepiece<br />
!pip install llama-recipes transformers datasets accelerate protobuf==3.20 py7zr scipy peft bitsandbytes</span></div><div><b><br /><span style="color: #999999;">
!TRANSFORM=`python -c "import transformers;print('/'.join(transformers.__file__.split('/')[:-1])+'/models/llama/convert_llama_weights_to_hf.py')"`<br /><br />
</span></b></div><div><b><span style="color: #999999;">!python ${TRANSFORM} --input_dir /Users/luke/workspace/AI_Correlation/llama/llama-2-7b --model_size 7B --output_dir ../models_hf/llama-2-7b</span></b><br />
<br />
<div style="text-align: left;"><b><span style="color: #2b00fe; font-size: medium;">#下載中研院 CKIP-Llama 模型 </span></b><span style="color: #999999;">(因 LLM 在地化爭議目前已關閉)</span></div><b><div><b><br /></b></div>
#<a href="https://huggingface.co/ckiplab/CKIP-Llama-2-7b-chat/">https://huggingface.co/ckiplab/CKIP-Llama-2-7b-chat/</a><br /></b>
<br /><span style="color: #999999;">
!cd ./models_hf<br />
!brew install git-lfs<br />
<br />
!git lfs install<br />
!git clone https://huggingface.co/ckiplab/CKIP-Llama-2-7b-chat</span></div><div><span style="color: #666666;"><br /></span>
<b># if you want to clone without large files – just their pointers<br />
# prepend your git clone with the following env var:<br /></b><br /></div><div>
<span style="color: #999999;">!GIT_LFS_SKIP_SMUDGE=1</span><br />
</div></div></div><div><span style="color: #999999;"><br /></span></div><div><span style="color: #999999;">其他可參考: </span></div><div><span style="color: #999999;"><a href="https://github.com/ckiplab/CKIP-Llama-2-7b">https://github.com/ckiplab/CKIP-Llama-2-7b</a> (因 LLM 在地化爭議目前已關閉)<br />或是加入</span></div><div><span style="color: #999999;"><a href="https://huggingface.co/collections/yentinglin/taiwan-llm-6523f5a2d6ca498dc3810f07">https://huggingface.co/spaces/yentinglin/Taiwan-LLaMa2</a></span></div><div><span style="color: #999999;"><a href="http://chat.twllm.com/">http://chat.twllm.com/</a></span></div><div><a href="https://www.facebook.com/groups/290103150640341/">https://www.facebook.com/groups/290103150640341/</a></div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIG0wUYyJ_Ad4zCxen2rSiD1_MbKWmPsxIayTX57e8VT2-yvjf6nd190i4oKgpweN8MrVJUxoZjeiK55ILuwtoCdxxFolo_noMWGQ5hJsTm11LwxKzZgcBeYXGEBiZKGxIhrlXkYSyjOgrJNqYyRqds_bpUPFDqlcDDaFzsSU4TU2Hk3cgZN-jig/s933/1_lvnVvrrLegqg7SU047vsRA.webp" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="933" data-original-width="930" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIG0wUYyJ_Ad4zCxen2rSiD1_MbKWmPsxIayTX57e8VT2-yvjf6nd190i4oKgpweN8MrVJUxoZjeiK55ILuwtoCdxxFolo_noMWGQ5hJsTm11LwxKzZgcBeYXGEBiZKGxIhrlXkYSyjOgrJNqYyRqds_bpUPFDqlcDDaFzsSU4TU2Hk3cgZN-jig/w638-h640/1_lvnVvrrLegqg7SU047vsRA.webp" width="638" /></a></div><br /><div><br /></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-52000122276903709322023-08-31T23:29:00.002+08:002023-08-31T23:29:20.206+08:002023總統盃黑客松決選#2023總統盃黑客松
明天決選,預祝我輔導的四組都能有好成績,加油!
#AI碳為觀止
#用藥一把照
#只署於你
#Code_Green
薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-20233154381085614302023-08-15T16:02:00.004+08:002023-08-23T17:16:10.725+08:002023總統盃黑客松<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmxjYVTp_bfT-ytXJi_AChBoLetwJKPc508PCrlxvMOT1zz9FnkBzXCL35XLtQtyN4lsPTD5KH5DE8o7La5prpCvwy6A30Ji8Skcl2RM6bkySBGxnhk81gR4ZCczyLdyxLnsJj9-_Z-esp3Krdq_lOAgWCThh5zoAWHDPrKr7WB5LipHK_X4_H9Q/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-40.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhmxjYVTp_bfT-ytXJi_AChBoLetwJKPc508PCrlxvMOT1zz9FnkBzXCL35XLtQtyN4lsPTD5KH5DE8o7La5prpCvwy6A30Ji8Skcl2RM6bkySBGxnhk81gR4ZCczyLdyxLnsJj9-_Z-esp3Krdq_lOAgWCThh5zoAWHDPrKr7WB5LipHK_X4_H9Q/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-40.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzC7puROMQNhgVBcexeh4GnzvE-67Yrte_HDLMLfF_WPvjqiLMoQdCxTpFweNfYZ48LuEVQdHHhjfVEUTC7FbhFDBeTxOuW5yfj3KQxyXvX0gIO5ig0Fn1GUs7CseRJPNOjsNElFqE_a3XJNXFyBkfG4KBO4_7GRrUFus_ZNx0Do_ydRD5dMjFtQ/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-42.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzC7puROMQNhgVBcexeh4GnzvE-67Yrte_HDLMLfF_WPvjqiLMoQdCxTpFweNfYZ48LuEVQdHHhjfVEUTC7FbhFDBeTxOuW5yfj3KQxyXvX0gIO5ig0Fn1GUs7CseRJPNOjsNElFqE_a3XJNXFyBkfG4KBO4_7GRrUFus_ZNx0Do_ydRD5dMjFtQ/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-42.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvAhmomFWqq3AJhGiwFEiy4F7Y-FD5u5ci-u22UJibhbed_w4LT3fU7k17UCgm6aWPnj91t13Qs8WtLr4ulKQ4La2yXF2aBA5DmF-3UJJH7AyeUt2EpsjtwkpD-IizxlqlkgJVwxeCQ9n9CCP6ko_i8Jdypsv13V3K47ukrwBfCm9YtamLWv5w9Q/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-44.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhvAhmomFWqq3AJhGiwFEiy4F7Y-FD5u5ci-u22UJibhbed_w4LT3fU7k17UCgm6aWPnj91t13Qs8WtLr4ulKQ4La2yXF2aBA5DmF-3UJJH7AyeUt2EpsjtwkpD-IizxlqlkgJVwxeCQ9n9CCP6ko_i8Jdypsv13V3K47ukrwBfCm9YtamLWv5w9Q/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-44.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYyye3bnL3v0hs5KW_q3ECMP_vxr_eJwurIqsf0SGbuE3rKMrnolNsvP6xR-n_T1PDBeY1J54JQi_Ebdc3tjFfGgTIGGl42-jcBUeEVW7ErA-AhfLtUqMe0ER8FM6WGnZFq_WBp-FdCTJDprxTNEud1A39DF4qoH8sannDPteCMizSwiH0RiiHIA/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-45.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgYyye3bnL3v0hs5KW_q3ECMP_vxr_eJwurIqsf0SGbuE3rKMrnolNsvP6xR-n_T1PDBeY1J54JQi_Ebdc3tjFfGgTIGGl42-jcBUeEVW7ErA-AhfLtUqMe0ER8FM6WGnZFq_WBp-FdCTJDprxTNEud1A39DF4qoH8sannDPteCMizSwiH0RiiHIA/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-45.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiY7b2wycwnY3SM3zo9m-_6N38L8_rq4Efa1BR4_D611-Wym0SSl_PFRohHDgmiVI_k1rAtItD1WrRQSfIm8qiW8dNykM61J5fY4wxWvFN0znCKMqPqWZcQR-ty-PnX_gnQJdcgKi1Tvg-xWzQYZg8cKc8qU-g1L06oofTTovLYN5fTftvbw4ZlYA/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-49.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiY7b2wycwnY3SM3zo9m-_6N38L8_rq4Efa1BR4_D611-Wym0SSl_PFRohHDgmiVI_k1rAtItD1WrRQSfIm8qiW8dNykM61J5fY4wxWvFN0znCKMqPqWZcQR-ty-PnX_gnQJdcgKi1Tvg-xWzQYZg8cKc8qU-g1L06oofTTovLYN5fTftvbw4ZlYA/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-49.jpg"/></a></div><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbkycJn6qCQyXZspelMqr2hiJvuhd5a53KblAucdZqMpTBcZyoQsvLw8IlliVFQ_Z7jTkMMWTHTJlKsrH2hId0N-fKGvU7OvvHmdQEG3cied7Zd-a8IPAZeBl2NoUmUyHtG9AmvjChm1eUjycmE11wVRqMQQaezSqPJ3hSPOSl2Pciju_afqyNBA/s3000/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-50.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" width="320" data-original-height="2000" data-original-width="3000" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgbkycJn6qCQyXZspelMqr2hiJvuhd5a53KblAucdZqMpTBcZyoQsvLw8IlliVFQ_Z7jTkMMWTHTJlKsrH2hId0N-fKGvU7OvvHmdQEG3cied7Zd-a8IPAZeBl2NoUmUyHtG9AmvjChm1eUjycmE11wVRqMQQaezSqPJ3hSPOSl2Pciju_afqyNBA/s320/s-0630%E7%B8%BD%E7%B5%B1%E7%9B%83%E9%A6%96%E8%A6%8B%E6%9C%83@c.%E6%8A%80%E8%A1%93%E9%A1%A7%E5%95%8F-50.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-75399846692015359832023-07-28T15:53:00.003+08:002023-07-28T15:55:10.739+08:00制於工具而非受制於工具
早上討論商模時,腦海中突然想起一個真實的古老故事,那時候我們在白板上使用Business Model Canvas討論商業架構時,突然有個夥伴堅持使用另種圖,我忘了是哪一種圖,但跟這個很類似只是改變了一兩個方塊,於是整個會議,大家都在堅持爭持要用哪種畫布....
這件事,我到現在還想笑,這類事物在我們這個世界沒少發生過,堅持Scrum 還是 PMP,堅持 OO 還是 FL,堅持C++ 還是golang...大少爺/大小姐,我們要堅持的是達成目的而不是堅持使用哪種方法達成目的,懂嗎?<div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQ06IfY8mdWqcuK1LtyEYz5HNsCH-BTDfaBVB4byhnyIneoGvMS5UHLFqt40-STB00u-65dS0dRZtX6gAeZokI_cjEANeP0rjHllRGqqgGm9lGaCorkb52JFxZZGRIJPK3U3pV7-vhWh5ARS9G-VJ90DjM5xLADTrGODWauHmzMmsi1UO9MbaP_w/s1600/363814156_10210972606347791_955604634740854476_n.jpg" style="display: block; padding: 1em 0; text-align: center; "><img alt="" border="0" data-original-height="1152" data-original-width="2048" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhQ06IfY8mdWqcuK1LtyEYz5HNsCH-BTDfaBVB4byhnyIneoGvMS5UHLFqt40-STB00u-65dS0dRZtX6gAeZokI_cjEANeP0rjHllRGqqgGm9lGaCorkb52JFxZZGRIJPK3U3pV7-vhWh5ARS9G-VJ90DjM5xLADTrGODWauHmzMmsi1UO9MbaP_w/s1600/363814156_10210972606347791_955604634740854476_n.jpg"/></a></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-90288376963359110742023-07-22T09:26:00.005+08:002023-07-22T09:26:44.088+08:00高薪工作的特質#高薪工作的特質
我的觀察是這樣,高薪的工作通常具有這些特性
1. 決策比執行多,多數時間花在選擇怎麼做而不"只"是去做
2. 不確定性高,不知道能不能實踐,無法準確預測做了會如何
3. 後果自負,沒人可以告訴你怎麼做比較好,也可能是不管怎麼做都好,但最後,結果影響成敗
4. 成果常常比預期/預算好
其他的職務/工作,諸如:加班熬夜,工作很忙碌...這些使用勞力去換回饋的薪資的工作,多數高不到哪裡去,但你會發現很好玩的一件事,多數的人卻常用,我工作很忙、做不完去協商薪資😁薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-62612765801033344102023-07-16T10:36:00.011+08:002023-07-16T12:22:31.812+08:00#我沒錯😁少談對錯,多聚焦在利弊,常常看人吵架,會發現他們心裡的淺台詞是,我沒錯喔,是你的問題,所以當別人的言語裡有那麼一點點檢視對錯時,就會有人拔刀跳出來,爭得面紅耳赤,去看看總召中招的影片,裡面就有濃濃的這種意味,我沒錯喔,你們都誤解了我...
但對了又如何???
也許轉念,不要談現在,當你瞄定在我們要談現在時,等於給別人機會從過去翻出很多藉口,而反而是把焦點移往未來,恩,我知道現況是這樣,那麼如果我們要避免現在這個問題,未來可以怎麼做會更好呢? 你們有什麼好方法呢? .....
對,就那樣去做薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-65147979462077668172023-07-10T10:47:00.002+08:002023-07-10T10:47:30.904+08:00帕金森定律<p> #帕金森定律</p><br />可以好好思考一下這件事...<br />---<br />北韓的軍事頭子要一群 Hacker 解開核彈密碼<br /><br />將軍:這解開要多久<br />H:至少要三個月<br />將軍:直接掏出手槍,磅的一聲<br />H:顫抖地說,雖然解開全部解開要三個月,但分段只需一星期<br />將軍:我只給你一天的時間<br /><br />沒多久...<br />H: 大喊! 第一段密碼已解開了😂😂 一顆核彈飛了出去了<br />---<br />雖然這是戲劇效果,但高階主管可以好好重新思考這個問題: <span class="xv78j7m" spellcheck="false">#帕金森定律</span> : 工作分配時間后,人們便會不自覺地完用所有分配的時間才能將其完成<div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0qK9hpv_3qlpGugQdnLS8QfewFwiibEeV4bPtzb60eKJ3fPAHriCGic0ZSaFTlHWvh4pzTcA6xFIFkZqLVGuGGEYXKamC6mdAMpsuV0mFxfsWGjVGwrM2i1pH0XFkKf-MmEfo6Oey7d7CuzyBtRSiWqPWfPjZm-HWgSQH0CQnosf3nkFrfB3WxA/s2048/358096341_10210906829343407_4970065815473597462_n.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1152" data-original-width="2048" height="362" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg0qK9hpv_3qlpGugQdnLS8QfewFwiibEeV4bPtzb60eKJ3fPAHriCGic0ZSaFTlHWvh4pzTcA6xFIFkZqLVGuGGEYXKamC6mdAMpsuV0mFxfsWGjVGwrM2i1pH0XFkKf-MmEfo6Oey7d7CuzyBtRSiWqPWfPjZm-HWgSQH0CQnosf3nkFrfB3WxA/w640-h362/358096341_10210906829343407_4970065815473597462_n.jpg" width="640" /></a></div><br /></div>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-18367995028114590742023-07-09T18:31:00.002+08:002023-07-09T18:31:18.760+08:00<p> <span style="background-color: #1d2226; color: rgba(255, 255, 255, 0.9); font-family: "Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 22.5px; white-space-collapse: preserve;">好久以前的照片XD</span></p><p style="--artdeco-reset-typography_getfontsize-i18n: 1.7rem; --artdeco-reset-typography_getfontsize: 1.6rem; --artdeco-reset-typography_getlineheight-i18n: 1.41176; --artdeco-reset-typography_getlineheight: 1.5; background-color: #1d2226; border: var(--artdeco-reset-base-border-zero); box-sizing: inherit; color: rgba(255, 255, 255, 0.9); counter-reset: list-1 0 list-2 0 list-3 0 list-4 0 list-5 0 list-6 0 list-7 0 list-8 0 list-9 0; cursor: text; font-family: "Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 22.5px; line-height: var(--artdeco-reset-typography_getLineHeight-i18n); margin: 0px; padding: 0px; vertical-align: var(--artdeco-reset-base-vertical-align-baseline); white-space-collapse: preserve;"><br style="box-sizing: inherit;" /></p><p style="--artdeco-reset-typography_getfontsize-i18n: 1.7rem; --artdeco-reset-typography_getfontsize: 1.6rem; --artdeco-reset-typography_getlineheight-i18n: 1.41176; --artdeco-reset-typography_getlineheight: 1.5; background-color: #1d2226; border: var(--artdeco-reset-base-border-zero); box-sizing: inherit; color: rgba(255, 255, 255, 0.9); counter-reset: list-1 0 list-2 0 list-3 0 list-4 0 list-5 0 list-6 0 list-7 0 list-8 0 list-9 0; cursor: text; font-family: "Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 22.5px; line-height: var(--artdeco-reset-typography_getLineHeight-i18n); margin: 0px; padding: 0px; vertical-align: var(--artdeco-reset-base-vertical-align-baseline); white-space-collapse: preserve;"><span class="ql-hashtag" data-test-ql-hashtag="true" style="background: var(--artdeco-reset-base-background-transparent); border: var(--artdeco-reset-base-border-zero); box-sizing: inherit; font-size: var(--artdeco-reset-base-font-size-hundred-percent); font-weight: var(--artdeco-reset-typography-font-weight-bold); margin: var(--artdeco-reset-base-margin-zero); outline: var(--artdeco-reset-base-outline-zero); overflow-wrap: normal; padding: var(--artdeco-reset-base-padding-zero); vertical-align: var(--artdeco-reset-base-vertical-align-baseline);">#無線充電的智慧商圈服務</span></p><p style="--artdeco-reset-typography_getfontsize-i18n: 1.7rem; --artdeco-reset-typography_getfontsize: 1.6rem; --artdeco-reset-typography_getlineheight-i18n: 1.41176; --artdeco-reset-typography_getlineheight: 1.5; background-color: #1d2226; border: var(--artdeco-reset-base-border-zero); box-sizing: inherit; color: rgba(255, 255, 255, 0.9); counter-reset: list-1 0 list-2 0 list-3 0 list-4 0 list-5 0 list-6 0 list-7 0 list-8 0 list-9 0; cursor: text; font-family: "Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 22.5px; line-height: var(--artdeco-reset-typography_getLineHeight-i18n); margin: 0px; padding: 0px; vertical-align: var(--artdeco-reset-base-vertical-align-baseline); white-space-collapse: preserve;"><a href="https://lnkd.in/gZ553daC ">https://lnkd.in/gZ553daC </a></p>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-75217965423527508932023-07-02T21:47:00.002+08:002023-07-02T21:47:19.295+08:00<p> RSS: </p><p><a href="http://fetchrss.com/rss/64a17f3d624c4e6c585eb14364a17f4ef8db0761842ead12.xml">http://fetchrss.com/rss/64a17f3d624c4e6c585eb14364a17f4ef8db0761842ead12.xml</a></p><p><br /></p>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0tag:blogger.com,1999:blog-36418146.post-50448012062505728322023-07-01T15:23:00.006+08:002023-07-01T15:43:08.917+08:00 2023總統盃黑客松<p><br /></p><p><span style="background-color: white;"><br /></span></p><p><span color="rgba(255, 255, 255, 0.9)" face=""Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif" style="background-color: white; font-size: 16.875px;">主要內容圍繞在綠電/節能/碳權...相關議題</span></p><p><span color="rgba(255, 255, 255, 0.9)" face=""Microsoft Yahei", "PingFang SC", "PingFang TC", "Hiragino Sans", "Hiragino Kaku Gothic Pro", -apple-system, system-ui, "system-ui", "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif" style="background-color: white; font-size: 16.875px;"><a href="https://www-api.moda.gov.tw/File/Get/moda/zh-tw/MKDb6fRCqccQaC3">https://www-api.moda.gov.tw/File/Get/moda/zh-tw/MKDb6fRCqccQaC3</a></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjU5wPlhulahwX7aanh3A2zMpFbiPZ3QAG4v37sS6bxWTKBrBZRhSKieKksAGM_vHsO3ON_jVD2zz9r1ARpXTjOuEpkn__kYqUkFWeNE1-s2CQ5qJ4ixltnasi2pZjt59GX193SK6FtarOpyUsl-hOHDxjkdzDJU41OiVypO6V6kFmZOr_2ajh_w/s2048/356221691_10210875913050519_137926043903316941_n.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2048" data-original-width="1152" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgjU5wPlhulahwX7aanh3A2zMpFbiPZ3QAG4v37sS6bxWTKBrBZRhSKieKksAGM_vHsO3ON_jVD2zz9r1ARpXTjOuEpkn__kYqUkFWeNE1-s2CQ5qJ4ixltnasi2pZjt59GX193SK6FtarOpyUsl-hOHDxjkdzDJU41OiVypO6V6kFmZOr_2ajh_w/s320/356221691_10210875913050519_137926043903316941_n.jpg" width="180" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbAy0oiVEQ4Ug1g36Uh3_9tlKZkup9UzADNfTdmYQum8vDLGoMLvg4ZxrJogIEKr_Pwe6_4OpTu6Rj2bC-7URuK8mcWqs0lQDODFZN5SvBgkcirymhUvmDLq_m_mxxJ3K9nXDKPFdIcXRMub00fIOlcNAndwlKO2BtO83jZ6FTfZx3UpoVj8RYCA/s2048/355872343_10210876245258824_4492474132194805361_n.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1152" data-original-width="2048" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjbAy0oiVEQ4Ug1g36Uh3_9tlKZkup9UzADNfTdmYQum8vDLGoMLvg4ZxrJogIEKr_Pwe6_4OpTu6Rj2bC-7URuK8mcWqs0lQDODFZN5SvBgkcirymhUvmDLq_m_mxxJ3K9nXDKPFdIcXRMub00fIOlcNAndwlKO2BtO83jZ6FTfZx3UpoVj8RYCA/s320/355872343_10210876245258824_4492474132194805361_n.jpg" width="320" /></a></div><br /><p></p>薛共和http://www.blogger.com/profile/09191207361622184555noreply@blogger.com0